Carlo Massaroni

Dr. Carlo Massaroni

Università Campus Bio-Medico di Roma
orcid

Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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9 November 2020 in Sensors
Verified
Journal Article
Open access
PDF file
Andrea NicolòAndrea Nicolò
Andrea Nicolò
Carlo MassaroniCarlo Massaroni
Carlo Massaroni
Emiliano SchenaEmiliano Schena
Emiliano Schena
Massimo SacchettiMassimo Sacchetti
Massimo Sacchetti
Respiratory rate is a fundamental vital sign that is sensitive to different pathological conditions (e.g., adverse cardiac events, pneumonia, and clinical deterioration) and stressors, including emotional stress, cognitive load, heat, cold, physical effort, and exercise-induced fatigue. The sensitivity of respiratory rate to these conditions is superior compared to that of most of the other vital signs, and the abundance of suitable technological solutions measuring respiratory rate has important implications for healthcare, occupational settings, and sport. However, respiratory rate is still too often not routinely monitored in these fields of use. This review presents a multidisciplinary approach to respiratory monitoring, with the aim to improve the development and efficacy of respiratory monitoring services. We have identified thirteen monitoring goals where the use of the respiratory rate is invaluable, and for each of them we have described suitable sensors and techniques to monitor respiratory rate in specific measurement scenarios. We have also provided a physiological rationale corroborating the importance of respiratory rate monitoring and an original multidisciplinary framework for the development of respiratory monitoring services. This review is expected to advance the field of respiratory monitoring and favor synergies between different disciplines to accomplish this goal.

21 February 2019 in Sensors
Verified
Journal Article
Open access
PDF file
Carlo MassaroniCarlo Massaroni
Carlo Massaroni
Andrea NicolòAndrea Nicolò
Andrea Nicolò
Daniela Lo PrestiDaniela Lo Presti
Daniela Lo Presti
Massimo SacchettiMassimo Sacchetti
Massimo Sacchetti
SSSergio Silvestri
Sergio Silvestri
Emiliano SchenaEmiliano Schena
Emiliano Schena
There is an ever-growing demand for measuring respiratory variables during a variety of applications, including monitoring in clinical and occupational settings, and during sporting activities and exercise. Special attention is devoted to the monitoring of respiratory rate because it is a vital sign, which responds to a variety of stressors. There are different methods for measuring respiratory rate, which can be classed as contact-based or contactless. The present paper provides an overview of the currently available contact-based methods for measuring respiratory rate. For these methods, the sensing element (or part of the instrument containing it) is attached to the subject’s body. Methods based upon the recording of respiratory airflow, sounds, air temperature, air humidity, air components, chest wall movements, and modulation of the cardiac activity are presented. Working principles, metrological characteristics, and applications in the respiratory monitoring field are presented to explore potential development and applicability for each method.

24 August 2020 in IEEE Access
Verified
Journal Article
Open access
Daniela Lo PrestiDaniela Lo Presti
Daniela Lo Presti
Carlo MassaroniCarlo Massaroni
Carlo Massaroni
Catia LeitaoCatia Leitao
Catia Leitao
Maria de Fátima DominguesMaria de Fátima Domingues
Maria de Fátima Domingues
MSMarzhan Sypabekova
Marzhan Sypabekova
Emiliano SchenaEmiliano Schena
Emiliano Schena
In the last decades, fiber Bragg gratings (FBGs) have become increasingly attractive to medical applications due to their unique properties such as small size, biocompatibility, immunity to electromagnetic interferences, high sensitivity and multiplexing capability. FBGs have been employed in the development of surgical tools, assistive devices, wearables, and biosensors, showing great potentialities for medical uses. This paper reviews the FBG-based measuring systems, their principle of work, and their applications in medicine and healthcare. Particular attention is given to sensing solutions for biomechanics, minimally invasive surgery, physiological monitoring, and medical biosensing. Strengths, weaknesses, open challenges, and future trends are also discussed to highlight how FBGs can meet the demands of nextgeneration medical devices and healthcare system.

13 May 2019 in IEEE Sensors Journal
Verified
Journal Article
Closed access
Daniela Lo PrestiDaniela Lo Presti
Daniela Lo Presti
Carlo MassaroniCarlo Massaroni
Carlo Massaroni
JDJessica D'ABbraccio
Jessica D'ABbraccio
LMLuca Massari
Luca Massari
Michele Arturo CaponeroMichele Arturo Caponero
Michele Arturo Caponero
Emiliano SchenaEmiliano Schena
Emiliano Schena

11 December 2017 in Frontiers in Physiology
Verified
Journal Article
Open access
Andrea NicolòAndrea Nicolò
Andrea Nicolò
Carlo MassaroniCarlo Massaroni
Carlo Massaroni
LPLouis Passfield
Louis Passfield
The use of wearable sensor technology for athlete training monitoring is growing exponentially, but some important measures and related wearable devices have received little attention so far. Respiratory frequency (fR), for example, is emerging as a valuable measurement for training monitoring. Despite the availability of unobtrusive wearable devices measuring fR with relatively good accuracy, fR is not commonly monitored during training. Yet fR is currently measured as a vital sign by multiparameter wearable devices in the military field, clinical settings, and occupational activities. When these devices have been used during exercise, fR was used for limited applications like the estimation of the ventilatory threshold. However, more information can be gained from fR. Unlike heart rate, V˙O2, and blood lactate, fR is strongly associated with perceived exertion during a variety of exercise paradigms, and under several experimental interventions affecting performance like muscle fatigue, glycogen depletion, heat exposure and hypoxia. This suggests that fR is a strong marker of physical effort. Furthermore, unlike other physiological variables, fR responds rapidly to variations in workload during high-intensity interval training (HIIT), with potential important implications for many sporting activities. This Perspective article aims to (i) present scientific evidence supporting the relevance of fR for training monitoring; (ii) critically revise possible methodologies to measure fR and the accuracy of currently available respiratory wearables; (iii) provide preliminary indication on how to analyze fR data. This viewpoint is expected to advance the field of training monitoring and stimulate directions for future development of sports wearables.

11 September 2020 in IEEE Sensors Journal
Verified
Journal Article
Closed access
Carlo MassaroniCarlo Massaroni
Carlo Massaroni
Andrea NicolòAndrea Nicolò
Andrea Nicolò
Massimo SacchettiMassimo Sacchetti
Massimo Sacchetti
Emiliano SchenaEmiliano Schena
Emiliano Schena
Recent advances in understanding the importance of respiratory frequency (fR) as a sensitive marker of a variety of physiopathological stressors are fostering growing interest in respiratory monitoring. This interest is further stimulated by the everincreasing efforts that companies are devoting to the development of systems measuring fR. There are a variety of techniques based on different sensors and technologies for fR monitoring. These techniques are commonly classified as contact-based or contactless, depending on whether the system which embeds the sensor is in contact with the body or not. This review is focused on the contactless methods for fR monitoring. We have introduced the main fields of use where contactless respiratory monitoring is important and provided a taxonomy to classify the most popular contactless techniques for fR monitoring. Finally, we have described the performances of the most popular methods, the main open challenges, and the main perspectives.